{"id":"W4391889664","doi":"10.1098/rsos.231102","title":"Imagination and idealism after the COVID-19 pandemic: the science of healthy ageing","year":2024,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Idealism; Pandemic; Curiosity; Coronavirus disease 2019 (COVID-19); Medical science; Promotion (chess); Affection; Psychology; Medicine; Sociology; Environmental ethics; Political science; Epistemology; Social psychology; Philosophy; Law; Medical education; Pathology; Disease; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008418302,0.0001100039,0.0001220875,0.00004213596,0.001368827,0.0009243385,0.001819807,0.00004375822,0.0001519561],"category_scores_gemma":[0.0001992388,0.00006252585,0.00006175887,0.001275036,0.004235067,0.000448619,0.000794268,0.0002678677,0.00002454305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661175,"about_ca_system_score_gemma":0.0007798017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278775,"about_ca_topic_score_gemma":0.00003292713,"domain_scores_codex":[0.9980653,0.0001008485,0.0002210268,0.0006013535,0.0005667499,0.0004447576],"domain_scores_gemma":[0.9987933,0.0003947867,0.00007710573,0.0004520898,0.0001097478,0.0001729385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001939311,0.0001451358,0.03893216,0.0003181717,0.00009321061,0.00005962891,0.5225517,0.001326813,0.006943743,0.248412,0.04704872,0.1339748],"study_design_scores_gemma":[0.003315915,0.0007743107,0.4556043,0.000416711,0.0002447226,0.0005708774,0.08306037,0.2036427,0.0008990762,0.06748229,0.1820183,0.001970446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056305,0.003877942,0.005090711,0.03519559,0.001635755,0.001196349,0.00001698448,0.00009994842,0.04725626],"genre_scores_gemma":[0.9911173,0.00009285445,0.0004926904,0.007099308,0.00007128627,0.0000470563,4.910604e-7,0.0000081977,0.001070821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4394913,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808406062136913,"score_gpt":0.396162612764428,"score_spread":0.3580785521430588,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}